{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T18:10:09Z","timestamp":1765303809214,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030587987"},{"type":"electronic","value":"9783030587994"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-58799-4_48","type":"book-chapter","created":{"date-parts":[[2020,9,30]],"date-time":"2020-09-30T13:06:26Z","timestamp":1601471186000},"page":"663-675","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Forecasting Soccer Market Tendencies Using Link Prediction"],"prefix":"10.1007","author":[{"given":"Lucas G. S.","family":"F\u00e9lix","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos M.","family":"Barbosa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Iago A.","family":"Carvalho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vin\u00edcius","family":"da F. Vieira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carolina Ribeiro","family":"Xavier","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,10,1]]},"reference":[{"issue":"4","key":"48_CR1","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1080\/03434002000213888","volume":"38","author":"RA Baade","year":"2004","unstructured":"Baade, R.A., Matheson, V.A.: The quest for the cup: assessing the economic impact of the world cup. Reg. Stud. 38(4), 343\u2013354 (2004)","journal-title":"Reg. Stud."},{"issue":"10","key":"48_CR2","doi-asserted-by":"publisher","first-page":"P10008","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V.D., Guillaume, J.L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech. Theory Exp. 2008(10), P10008 (2008)","journal-title":"J. Stat. Mech. Theory Exp."},{"key":"48_CR3","doi-asserted-by":"publisher","first-page":"066111","DOI":"10.1103\/PhysRevE.70.066111","volume":"70","author":"A Clauset","year":"2004","unstructured":"Clauset, A., Newman, M.E.J., Moore, C.: Finding community structure in very large networks. Phys. Rev. E 70, 066111 (2004)","journal-title":"Phys. Rev. E"},{"key":"48_CR4","unstructured":"Deloitte, L.L.P.: Annual review of football finance, June 2016"},{"key":"48_CR5","doi-asserted-by":"crossref","unstructured":"Felix, L., Barbosa, C., Carvalho, I., Vieira, V., Xavier, C.: Uma an\u00e1lise das sele\u00e7\u00f3es da copa utilizando uma rede de transfer\u00eancias de jogadores entre pa\u00edses. In: CSBC 2018 - VII BraSNAM, July 2018","DOI":"10.5753\/brasnam.2018.3588"},{"key":"48_CR6","doi-asserted-by":"crossref","unstructured":"Felix, L., Barbosa, C., Vieira, V., Xavier, C.: An\u00e1lise do impacto das copas do mundo no mercado de transa\u00e7\u00f5es de jogadores de futebol e da globaliza\u00e7\u00e3o do futebol utilizando t\u00e9cnicas de redes complexas. In: ENIAC 2018 - VII KdMIle, October 2018","DOI":"10.5753\/kdmile.2018.27391"},{"key":"48_CR7","doi-asserted-by":"crossref","unstructured":"Freeman, L.C.: A set of measures of centrality based on betweenness. Sociometry 35\u201341 (1977)","DOI":"10.2307\/3033543"},{"key":"48_CR8","doi-asserted-by":"crossref","unstructured":"Freeman, L.C.: Centrality in social networks conceptual clarification. Soc. Netw. 1(3), 215\u2013239 (1978\u20131979)","DOI":"10.1016\/0378-8733(78)90021-7"},{"issue":"3","key":"48_CR9","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1111\/j.1467-9485.2007.00423.x","volume":"54","author":"B Frick","year":"2007","unstructured":"Frick, B.: The football players\u2019 labor market: empirical evidence from the major European leagues. Scott. J. Polit. Econ. 54(3), 422\u2013446 (2007)","journal-title":"Scott. J. Polit. Econ."},{"issue":"5","key":"48_CR10","doi-asserted-by":"publisher","first-page":"1329","DOI":"10.1519\/JSC.0000000000000764","volume":"29","author":"JJ Gonz\u00e1lez-Badillo","year":"2015","unstructured":"Gonz\u00e1lez-Badillo, J.J., Pareja-Blanco, F., Rodr\u00edguez-Rosell, D., Abad-Herencia, J.L., del Ojo-L\u00f3pez, J.J., S\u00e1nchez-Medina, L.: Effects of velocity-based resistance training on young soccer players of different ages. J. Strength Conditioning Res. 29(5), 1329\u20131338 (2015)","journal-title":"J. Strength Conditioning Res."},{"key":"48_CR11","doi-asserted-by":"crossref","unstructured":"Jarvie, G.: Sport, racism and British society: a sociological study of England\u2019s elite male Afro\/Caribbean soccer and rugby union players. In: Sport, racism and ethnicity, pp. 79\u2013102. Routledge (2003)","DOI":"10.4324\/9780203392812-13"},{"issue":"8","key":"48_CR12","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1080\/02640414.2010.481305","volume":"28","author":"A Lees","year":"2010","unstructured":"Lees, A., Asai, T., Andersen, T.B., Nunome, H., Sterzing, T.: The biomechanics of kicking in soccer: a review. J. Sports Sci. 28(8), 805\u2013817 (2010)","journal-title":"J. Sports Sci."},{"issue":"7","key":"48_CR13","doi-asserted-by":"publisher","first-page":"1019","DOI":"10.1002\/asi.20591","volume":"58","author":"D Liben-Nowell","year":"2007","unstructured":"Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. J. Am. Soc. Inf. Sci. Technol. 58(7), 1019\u20131031 (2007)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"48_CR14","unstructured":"Liebig, J., Rhein, A.V., Kastner, C., Apel, S., Dorre, J., Lengauer, C.: Large-scale variability-aware type checking and dataflow analysis (2012)"},{"issue":"6","key":"48_CR15","doi-asserted-by":"publisher","first-page":"1150","DOI":"10.1016\/j.physa.2010.11.027","volume":"390","author":"L L\u00fc","year":"2011","unstructured":"L\u00fc, L., Zhou, T.: Link prediction in complex networks: a survey. Physica A 390(6), 1150\u20131170 (2011)","journal-title":"Physica A"},{"issue":"4","key":"48_CR16","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1177\/0193732502238257","volume":"26","author":"J Magee","year":"2002","unstructured":"Magee, J., Sugden, J.: \u201cThe World at their Feet\u201d professional football and international labor migration. J. Sport Soc. Issues 26(4), 421\u2013437 (2002)","journal-title":"J. Sport Soc. Issues"},{"key":"48_CR17","doi-asserted-by":"publisher","first-page":"036104","DOI":"10.1103\/PhysRevE.74.036104","volume":"74","author":"MEJ Newman","year":"2006","unstructured":"Newman, M.E.J.: Finding community structure in networks using the eigenvectors of matrices. Phys. Rev. E 74, 036104 (2006)","journal-title":"Phys. Rev. E"},{"key":"48_CR18","doi-asserted-by":"publisher","first-page":"026113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"MEJ Newman","year":"2004","unstructured":"Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69, 026113 (2004)","journal-title":"Phys. Rev. E"},{"issue":"1","key":"48_CR19","doi-asserted-by":"publisher","first-page":"170","DOI":"10.1249\/MSS.0b013e3181ae5cfd","volume":"42","author":"C Osgnach","year":"2010","unstructured":"Osgnach, C., Poser, S., Bernardini, R., Rinaldo, R., Di Prampero, P.E.: Energy cost and metabolic power in elite soccer: a new match analysis approach. Med. Sci. Sports. Exerc. 42(1), 170\u2013178 (2010)","journal-title":"Med. Sci. Sports. Exerc."},{"key":"48_CR20","unstructured":"Page, L., Brin, S., Motwani, R., Winograd, T.: The pagerank citation ranking: bringing order to the web. Technical report 1999\u201366, Stanford InfoLab, November 1999. previous number = SIDL-WP-1999-0120"},{"issue":"2","key":"48_CR21","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1007\/s10260-004-0093-3","volume":"13","author":"I Palacios-Huerta","year":"2004","unstructured":"Palacios-Huerta, I.: Structural changes during a century of the world\u2019s most popular sport. Stat. Methods Appl. 13(2), 241\u2013258 (2004)","journal-title":"Stat. Methods Appl."},{"key":"48_CR22","doi-asserted-by":"publisher","DOI":"10.4324\/9780203429112","volume-title":"Post-Fandom and the Millennial Blues: The Transformation of Soccer Culture","author":"S Redhead","year":"2002","unstructured":"Redhead, S.: Post-Fandom and the Millennial Blues: The Transformation of Soccer Culture. Routledge, Abingdon (2002)"},{"issue":"6825","key":"48_CR23","doi-asserted-by":"publisher","first-page":"268","DOI":"10.1038\/35065725","volume":"410","author":"SH Strogatz","year":"2001","unstructured":"Strogatz, S.H.: Exploring complex networks. Nature 410(6825), 268 (2001)","journal-title":"Nature"},{"key":"48_CR24","unstructured":"Taylor, I.: 0n the sports violence question: soccer hooliganism revisited. In: Sport, Culture and Ideology (RLE Sports Studies), p. 152 (2014)"},{"issue":"6","key":"48_CR25","doi-asserted-by":"publisher","first-page":"e0156504","DOI":"10.1371\/journal.pone.0156504","volume":"11","author":"XF Liu","year":"2016","unstructured":"Liu, X.F., Liu, Y.L., Lu, X.H., Wang, Q.X., Wang, T.X.: The anatomy of the global football player transfer network: club functionalities versus network properties. PLoS One 11(6), e0156504 (2016)","journal-title":"PLoS One"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2020"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-58799-4_48","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,15]],"date-time":"2024-08-15T05:45:20Z","timestamp":1723700720000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-58799-4_48"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030587987","9783030587994"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-58799-4_48","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"1 October 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cagliari","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Cyber chair 4","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"1450","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"466","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"32","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"32% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.5","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"6","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Conference was held virtually due to COVID-19 pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}